Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	9240
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.0 MiB
Average record size in memory	232.0 B

Variable types

Numeric	12
Categorical	17

Alerts

`14` has constant value "0.0"	Constant
`20` has constant value "0.0"	Constant
`22` has constant value "0.0"	Constant
`23` has constant value "0.0"	Constant
`26` has constant value "0.0"	Constant
`7` is highly correlated with `28`	High correlation
`15` is highly correlated with `16`	High correlation
`16` is highly correlated with `15`	High correlation
`28` is highly correlated with `7`	High correlation
`7` is highly correlated with `28`	High correlation
`15` is highly correlated with `16`	High correlation
`16` is highly correlated with `15`	High correlation
`28` is highly correlated with `7`	High correlation
`7` is highly correlated with `28`	High correlation
`15` is highly correlated with `16`	High correlation
`16` is highly correlated with `15`	High correlation
`28` is highly correlated with `7`	High correlation
`16` is highly correlated with `23` and 4 other fields	High correlation
`23` is highly correlated with `16` and 15 other fields	High correlation
`14` is highly correlated with `16` and 15 other fields	High correlation
`26` is highly correlated with `16` and 15 other fields	High correlation
`20` is highly correlated with `16` and 15 other fields	High correlation
`27` is highly correlated with `23` and 5 other fields	High correlation
`5` is highly correlated with `23` and 4 other fields	High correlation
`15` is highly correlated with `23` and 4 other fields	High correlation
`6` is highly correlated with `23` and 4 other fields	High correlation
`12` is highly correlated with `23` and 4 other fields	High correlation
`19` is highly correlated with `23` and 4 other fields	High correlation
`18` is highly correlated with `23` and 4 other fields	High correlation
`17` is highly correlated with `23` and 4 other fields	High correlation
`2` is highly correlated with `23` and 5 other fields	High correlation
`13` is highly correlated with `23` and 4 other fields	High correlation
`22` is highly correlated with `16` and 15 other fields	High correlation
`4` is highly correlated with `23` and 4 other fields	High correlation
`2` is highly correlated with `3` and 1 other fields	High correlation
`3` is highly correlated with `2` and 2 other fields	High correlation
`4` is highly correlated with `7` and 1 other fields	High correlation
`5` is highly correlated with `16` and 1 other fields	High correlation
`6` is highly correlated with `21` and 1 other fields	High correlation
`7` is highly correlated with `4` and 1 other fields	High correlation
`9` is highly correlated with `2` and 1 other fields	High correlation
`10` is highly correlated with `3`	High correlation
`11` is highly correlated with `24`	High correlation
`15` is highly correlated with `16` and 1 other fields	High correlation
`16` is highly correlated with `5` and 2 other fields	High correlation
`17` is highly correlated with `5` and 2 other fields	High correlation
`21` is highly correlated with `6`	High correlation
`24` is highly correlated with `6` and 1 other fields	High correlation
`27` is highly correlated with `3` and 1 other fields	High correlation
`28` is highly correlated with `4` and 1 other fields	High correlation
`0` is uniformly distributed	Uniform
`1` is uniformly distributed	Uniform
`0` has unique values	Unique
`1` has unique values	Unique

Reproduction

Analysis started	2021-10-28 13:46:53.846680
Analysis finished	2021-10-28 13:47:51.606127
Duration	57.76 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

0
Real number (ℝ)

UNIFORM
UNIQUE

Distinct	9240
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.689856448 × 10^-19

Minimum	-1.731863366
Maximum	1.731863366
Zeros	0
Zeros (%)	0.0%
Negative	4620
Negative (%)	50.0%
Memory size	72.3 KiB

Quantile statistics

Minimum	-1.731863366
5-th percentile	-1.55867703
Q1	-0.8659316832
median	0
Q3	0.8659316832
95-th percentile	1.55867703
Maximum	1.731863366
Range	3.463726733
Interquartile range (IQR)	1.731863366

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	1.300484767 × 10¹⁸
Kurtosis	-1.2
Mean	7.689856448 × 10^-19
Median Absolute Deviation (MAD)	0.8660254089
Skewness	2.307331518 × 10^-18
Sum	4.263256415 × 10^-14
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5621667102	1	< 0.1%
0.6431457095	1	< 0.1%
1.605896034	1	< 0.1%
-0.9768091787	1	< 0.1%
0.6547676955	1	< 0.1%
-1.477679285	1	< 0.1%
-0.2461236714	1	< 0.1%
-1.599147784	1	< 0.1%
-0.03505340941	1	< 0.1%
-1.239990926	1	< 0.1%
Other values (9230)	9230	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.731863366	1	< 0.1%
-1.731488464	1	< 0.1%
-1.731113561	1	< 0.1%
-1.730738658	1	< 0.1%
-1.730363755	1	< 0.1%
-1.729988852	1	< 0.1%
-1.72961395	1	< 0.1%
-1.729239047	1	< 0.1%
-1.728864144	1	< 0.1%
-1.728489241	1	< 0.1%

Value	Count	Frequency (%)
1.731863366	1	< 0.1%
1.731488464	1	< 0.1%
1.731113561	1	< 0.1%
1.730738658	1	< 0.1%
1.730363755	1	< 0.1%
1.729988852	1	< 0.1%
1.72961395	1	< 0.1%
1.729239047	1	< 0.1%
1.728864144	1	< 0.1%
1.728489241	1	< 0.1%

1
Real number (ℝ)

UNIFORM
UNIQUE

Distinct	9240
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.844928224 × 10^-19

Minimum	-1.731863366
Maximum	1.731863366
Zeros	0
Zeros (%)	0.0%
Negative	4620
Negative (%)	50.0%
Memory size	72.3 KiB

Quantile statistics

Minimum	-1.731863366
5-th percentile	-1.55867703
Q1	-0.8659316832
median	0
Q3	0.8659316832
95-th percentile	1.55867703
Maximum	1.731863366
Range	3.463726733
Interquartile range (IQR)	1.731863366

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	-2.600969534 × 10¹⁸
Kurtosis	-1.2
Mean	-3.844928224 × 10^-19
Median Absolute Deviation (MAD)	0.8660254089
Skewness	-4.922307238 × 10^-17
Sum	1.421085472 × 10^-14
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3379748511	1	< 0.1%
-0.5700396685	1	< 0.1%
0.8395947633	1	< 0.1%
1.576278715	1	< 0.1%
0.1336528391	1	< 0.1%
0.9588138455	1	< 0.1%
-0.1359022557	1	< 0.1%
1.484427535	1	< 0.1%
-0.5130544468	1	< 0.1%
-1.0877804	1	< 0.1%
Other values (9230)	9230	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.731863366	1	< 0.1%
-1.731488464	1	< 0.1%
-1.731113561	1	< 0.1%
-1.730738658	1	< 0.1%
-1.730363755	1	< 0.1%
-1.729988852	1	< 0.1%
-1.72961395	1	< 0.1%
-1.729239047	1	< 0.1%
-1.728864144	1	< 0.1%
-1.728489241	1	< 0.1%

Value	Count	Frequency (%)
1.731863366	1	< 0.1%
1.731488464	1	< 0.1%
1.731113561	1	< 0.1%
1.730738658	1	< 0.1%
1.730363755	1	< 0.1%
1.729988852	1	< 0.1%
1.72961395	1	< 0.1%
1.729239047	1	< 0.1%
1.728864144	1	< 0.1%
1.728489241	1	< 0.1%

2
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

0.4695717705419017	4886
-1.108763318511271	3580
2.0479068595950745	718
3.626241948648247	55
5.204577037701419	1

Length

Max length	18
Median length	18
Mean length	17.99393939
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	-1.108763318511271
2nd row	-1.108763318511271
3rd row	0.4695717705419017
4th row	0.4695717705419017
5th row	0.4695717705419017

Common Values

Value	Count	Frequency (%)
0.4695717705419017	4886	52.9%
-1.108763318511271	3580	38.7%
2.0479068595950745	718	7.8%
3.626241948648247	55	0.6%
5.204577037701419	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.4695717705419017	4886	52.9%
1.108763318511271	3580	38.7%
2.0479068595950745	718	7.8%
3.626241948648247	55	0.6%
5.204577037701419	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

3
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.162129556 × 10^-16

Minimum	-1.38959267
Maximum	5.194938749
Zeros	0
Zeros (%)	0.0%
Negative	5508
Negative (%)	59.6%
Memory size	72.3 KiB

Quantile statistics

Minimum	-1.38959267
5-th percentile	-1.060366099
Q1	-1.060366099
median	-0.4019129567
Q3	0.5857667561
95-th percentile	1.90267304
Maximum	5.194938749
Range	6.584531419
Interquartile range (IQR)	1.646132855

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	-8.605358259 × 10¹⁵
Kurtosis	0.7155208158
Mean	-1.162129556 × 10^-16
Median Absolute Deviation (MAD)	0.6584531419
Skewness	0.9640193536
Sum	-9.094947018 × 10^-13
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
-0.4019129567	2904	31.4%
-1.060366099	2543	27.5%
0.5857667561	1755	19.0%
0.914993327	1154	12.5%
1.90267304	534	5.8%
3.219579324	142	1.5%
2.231899611	125	1.4%
-0.7311395277	55	0.6%
3.548805895	6	0.1%
4.207259037	5	0.1%
Other values (11)	17	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.38959267	4	< 0.1%
-1.060366099	2543	27.5%
-0.7311395277	55	0.6%
-0.4019129567	2904	31.4%
-0.07268638579	2	< 0.1%
0.2565401852	1	< 0.1%
0.5857667561	1755	19.0%
0.914993327	1154	12.5%
1.244219898	1	< 0.1%
1.573446469	2	< 0.1%

Value	Count	Frequency (%)
5.194938749	1	< 0.1%
4.865712178	1	< 0.1%
4.536485607	1	< 0.1%
4.207259037	5	0.1%
3.878032466	1	< 0.1%
3.548805895	6	0.1%
3.219579324	142	1.5%
2.890352753	1	< 0.1%
2.561126182	2	< 0.1%
2.231899611	125	1.4%

4
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.29375504958364534	8506
3.4041968007608823	734

Length

Max length	20
Median length	20
Mean length	19.84112554
Min length	18

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.29375504958364534
2nd row	-0.29375504958364534
3rd row	-0.29375504958364534
4th row	-0.29375504958364534
5th row	-0.29375504958364534

Common Values

Value	Count	Frequency (%)
-0.29375504958364534	8506	92.1%
3.4041968007608823	734	7.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.29375504958364534	8506	92.1%
3.4041968007608823	734	7.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

5
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.014713839651479712	9238
67.96322535018479	2

Length

Max length	21
Median length	21
Mean length	20.9991342
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.014713839651479712
2nd row	-0.014713839651479712
3rd row	-0.014713839651479712
4th row	-0.014713839651479712
5th row	-0.014713839651479712

Common Values

Value	Count	Frequency (%)
-0.014713839651479712	9238	> 99.9%
67.96322535018479	2	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.014713839651479712	9238	> 99.9%
67.96322535018479	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

6
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.7918630028733495	5679
1.2628447046665972	3561

Length

Max length	19
Median length	19
Mean length	18.61461039
Min length	18

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.7918630028733495
2nd row	-0.7918630028733495
3rd row	1.2628447046665972
4th row	-0.7918630028733495
5th row	1.2628447046665972

Common Values

Value	Count	Frequency (%)
-0.7918630028733495	5679	61.5%
1.2628447046665972	3561	38.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.7918630028733495	5679	61.5%
1.2628447046665972	3561	38.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

7
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.922464112 × 10^-17

Minimum	-2.101005137
Maximum	2.278137672
Zeros	0
Zeros (%)	0.0%
Negative	4690
Negative (%)	50.8%
Memory size	72.3 KiB

Quantile statistics

Minimum	-2.101005137
5-th percentile	-1.553612286
Q1	-0.732523009
median	-0.185130158
Q3	1.18335197
95-th percentile	1.18335197
Maximum	2.278137672
Range	4.379142808
Interquartile range (IQR)	1.915874979

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	-5.201939067 × 10¹⁶
Kurtosis	-1.357257617
Mean	-1.922464112 × 10^-17
Median Absolute Deviation (MAD)	0.547392851
Skewness	-0.04841244017
Sum	0
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
-0.732523009	3540	38.3%
1.18335197	2745	29.7%
0.3622626931	973	10.5%
0.6359591186	640	6.9%
-1.827308711	428	4.6%
-1.553612286	326	3.5%
-1.27991586	267	2.9%
-0.185130158	116	1.3%
1.457048395	93	1.0%
1.730744821	61	0.7%
Other values (7)	51	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.101005137	9	0.1%
-1.827308711	428	4.6%
-1.553612286	326	3.5%
-1.27991586	267	2.9%
-1.006219434	2	< 0.1%
-0.732523009	3540	38.3%
-0.4588265835	2	< 0.1%
-0.185130158	116	1.3%
0.08856626756	30	0.3%
0.3622626931	973	10.5%

Value	Count	Frequency (%)
2.278137672	1	< 0.1%
2.004441246	6	0.1%
1.730744821	61	0.7%
1.457048395	93	1.0%
1.18335197	2745	29.7%
0.9096555441	1	< 0.1%
0.6359591186	640	6.9%
0.3622626931	973	10.5%
0.08856626756	30	0.3%
-0.185130158	116	1.3%

8
Real number (ℝ)

Distinct	38
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.81689054 × 10^-16

Minimum	-4.053788277
Maximum	8.020063379
Zeros	0
Zeros (%)	0.0%
Negative	9005
Negative (%)	97.5%
Memory size	72.3 KiB

Quantile statistics

Minimum	-4.053788277
5-th percentile	-0.1379444968
Q1	-0.1379444968
median	-0.1379444968
Q3	-0.1379444968
95-th percentile	-0.1379444968
Maximum	8.020063379
Range	12.07385166
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	3.550205813 × 10¹⁵
Kurtosis	40.88078781
Mean	2.81689054 × 10^-16
Median Absolute Deviation (MAD)	0
Skewness	6.154906815
Sum	2.387423592 × 10^-12
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
-0.1379444968	8953	96.9%
7.367422749	69	0.7%
6.714782119	53	0.6%
4.430539914	24	0.3%
4.104219599	21	0.2%
7.041102434	15	0.2%
-3.727467962	13	0.1%
3.451578969	10	0.1%
-3.401147647	7	0.1%
-0.4642648118	7	0.1%
Other values (28)	68	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4.053788277	2	< 0.1%
-3.727467962	13	0.1%
-3.401147647	7	0.1%
-3.074827332	2	< 0.1%
-2.748507017	2	< 0.1%
-2.422186702	4	< 0.1%
-2.095866387	2	< 0.1%
-1.769546072	1	< 0.1%
-1.443225757	6	0.1%
-1.116905442	4	< 0.1%

Value	Count	Frequency (%)
8.020063379	5	0.1%
7.693743064	1	< 0.1%
7.367422749	69	0.7%
7.041102434	15	0.2%
6.714782119	53	0.6%
6.388461804	2	< 0.1%
6.062141489	1	< 0.1%
5.735821174	1	< 0.1%
5.409500859	3	< 0.1%
5.083180544	1	< 0.1%

9
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.022750908 × 10^-16

Minimum	-2.033634205
Maximum	1.467753383
Zeros	0
Zeros (%)	0.0%
Negative	4389
Negative (%)	47.5%
Memory size	72.3 KiB

Quantile statistics

Minimum	-2.033634205
5-th percentile	-1.839112672
Q1	-0.6719834765
median	0.3006241868
Q3	0.8841887848
95-th percentile	1.27323185
Maximum	1.467753383
Range	3.501387588
Interquartile range (IQR)	1.556172261

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	-9.778080954 × 10¹⁵
Kurtosis	-1.030871511
Mean	-1.022750908 × 10^-16
Median Absolute Deviation (MAD)	0.583564598
Skewness	-0.5026098765
Sum	-1.023181539 × 10^-12
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.8841887848	3380	36.6%
-1.255548074	976	10.6%
-0.6719834765	848	9.2%
-0.08841887848	838	9.1%
0.3006241868	503	5.4%
-1.839112672	403	4.4%
-0.4774619438	366	4.0%
1.27323185	349	3.8%
-2.033634205	338	3.7%
0.1061026542	203	2.2%
Other values (9)	1036	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.033634205	338	3.7%
-1.839112672	403	4.4%
-1.64459114	57	0.6%
-1.450069607	112	1.2%
-1.255548074	976	10.6%
-1.061026542	159	1.7%
-0.8665050091	114	1.2%
-0.6719834765	848	9.2%
-0.4774619438	366	4.0%
-0.2829404112	178	1.9%

Value	Count	Frequency (%)
1.467753383	203	2.2%
1.27323185	349	3.8%
1.078710318	40	0.4%
0.8841887848	3380	36.6%
0.6896672522	73	0.8%
0.4951457195	100	1.1%
0.3006241868	503	5.4%
0.1061026542	203	2.2%
-0.08841887848	838	9.1%
-0.2829404112	178	1.9%

10
Real number (ℝ)

HIGH CORRELATION

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.441529422 × 10^-16

Minimum	-4.179125949
Maximum	2.354244617
Zeros	0
Zeros (%)	0.0%
Negative	1265
Negative (%)	13.7%
Memory size	72.3 KiB

Quantile statistics

Minimum	-4.179125949
5-th percentile	-2.00133576
Q1	0.1764544287
median	0.1764544287
Q3	0.1764544287
95-th percentile	1.628314555
Maximum	2.354244617
Range	6.533370566
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	-4.096015014 × 10¹⁵
Kurtosis	3.478297758
Mean	-2.441529422 × 10^-16
Median Absolute Deviation (MAD)	0
Skewness	-1.09992126
Sum	-2.046363079 × 10^-12
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1764544287	7250	78.5%
-2.00133576	808	8.7%
2.354244617	348	3.8%
1.628314555	310	3.4%
-1.275405697	186	2.0%
-2.727265823	152	1.6%
-4.179125949	70	0.8%
0.9023844916	67	0.7%
-3.453195886	26	0.3%
-0.5494756342	23	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4.179125949	70	0.8%
-3.453195886	26	0.3%
-2.727265823	152	1.6%
-2.00133576	808	8.7%
-1.275405697	186	2.0%
-0.5494756342	23	0.2%
0.1764544287	7250	78.5%
0.9023844916	67	0.7%
1.628314555	310	3.4%
2.354244617	348	3.8%

Value	Count	Frequency (%)
2.354244617	348	3.8%
1.628314555	310	3.4%
0.9023844916	67	0.7%
0.1764544287	7250	78.5%
-0.5494756342	23	0.2%
-1.275405697	186	2.0%
-2.00133576	808	8.7%
-2.727265823	152	1.6%
-3.453195886	26	0.3%
-4.179125949	70	0.8%

11
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.244163435 × 10^-16

Minimum	-11.31251645
Maximum	2.675981488
Zeros	0
Zeros (%)	0.0%
Negative	8534
Negative (%)	92.4%
Memory size	72.3 KiB

Quantile statistics

Minimum	-11.31251645
5-th percentile	-0.1217180989
Q1	-0.1217180989
median	-0.1217180989
Q3	-0.1217180989
95-th percentile	2.675981488
Maximum	2.675981488
Range	13.98849794
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	1.601582225 × 10¹⁵
Kurtosis	24.30109576
Mean	6.244163435 × 10^-16
Median Absolute Deviation (MAD)	0
Skewness	-1.34831789
Sum	5.911715562 × 10^-12
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
-0.1217180989	8290	89.7%
2.675981488	706	7.6%
-2.919417686	210	2.3%
-5.717117274	16	0.2%
-8.514816861	10	0.1%
-11.31251645	8	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-11.31251645	8	0.1%
-8.514816861	10	0.1%
-5.717117274	16	0.2%
-2.919417686	210	2.3%
-0.1217180989	8290	89.7%
2.675981488	706	7.6%

Value	Count	Frequency (%)
2.675981488	706	7.6%
-0.1217180989	8290	89.7%
-2.919417686	210	2.3%
-5.717117274	16	0.2%
-8.514816861	10	0.1%
-11.31251645	8	0.1%

12
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.01699069165076462	9237
39.231507021615506	2
78.48000473488179	1

Length

Max length	20
Median length	20
Mean length	19.99924242
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	-0.01699069165076462
2nd row	-0.01699069165076462
3rd row	-0.01699069165076462
4th row	-0.01699069165076462
5th row	-0.01699069165076462

Common Values

Value	Count	Frequency (%)
-0.01699069165076462	9237	> 99.9%
39.231507021615506	2	< 0.1%
78.48000473488179	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.01699069165076462	9237	> 99.9%
39.231507021615506	2	< 0.1%
78.48000473488179	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

13
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.03895446935658098	9226
25.670995305986864	14

Length

Max length	20
Median length	20
Mean length	19.9969697
Min length	18

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.03895446935658098
2nd row	-0.03895446935658098
3rd row	-0.03895446935658098
4th row	-0.03895446935658098
5th row	-0.03895446935658098

Common Values

Value	Count	Frequency (%)
-0.03895446935658098	9226	99.8%
25.670995305986864	14	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.03895446935658098	9226	99.8%
25.670995305986864	14	0.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

14
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

0.0	9240

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9240	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	9240	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

15
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.014713839651479712	9238
67.96322535018479	2

Length

Max length	21
Median length	21
Mean length	20.9991342
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.014713839651479712
2nd row	-0.014713839651479712
3rd row	-0.014713839651479712
4th row	-0.014713839651479712
5th row	-0.014713839651479712

Common Values

Value	Count	Frequency (%)
-0.014713839651479712	9238	> 99.9%
67.96322535018479	2	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.014713839651479712	9238	> 99.9%
67.96322535018479	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

16
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.010403692717823858	9239
96.11971701997463	1

Length

Max length	21
Median length	21
Mean length	20.9995671
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	-0.010403692717823858
2nd row	-0.010403692717823858
3rd row	-0.010403692717823858
4th row	-0.010403692717823858
5th row	-0.010403692717823858

Common Values

Value	Count	Frequency (%)
-0.010403692717823858	9239	> 99.9%
96.11971701997463	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.010403692717823858	9239	> 99.9%
96.11971701997463	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

17
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.010403692717823858	9239
96.11971701997463	1

Length

Max length	21
Median length	21
Mean length	20.9995671
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	-0.010403692717823858
2nd row	-0.010403692717823858
3rd row	-0.010403692717823858
4th row	-0.010403692717823858
5th row	-0.010403692717823858

Common Values

Value	Count	Frequency (%)
-0.010403692717823858	9239	> 99.9%
96.11971701997463	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.010403692717823858	9239	> 99.9%
96.11971701997463	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

18
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.020810764446485858	9236
48.052055106935846	4

Length

Max length	21
Median length	21
Mean length	20.9987013
Min length	18

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.020810764446485858
2nd row	-0.020810764446485858
3rd row	-0.020810764446485858
4th row	-0.020810764446485858
5th row	-0.020810764446485858

Common Values

Value	Count	Frequency (%)
-0.020810764446485858	9236	> 99.9%
48.052055106935846	4	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.020810764446485858	9236	> 99.9%
48.052055106935846	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

19
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.02753452584887775	9233
36.31803959466975	7

Length

Max length	20
Median length	20
Mean length	19.99772727
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.02753452584887775
2nd row	-0.02753452584887775
3rd row	-0.02753452584887775
4th row	-0.02753452584887775
5th row	-0.02753452584887775

Common Values

Value	Count	Frequency (%)
-0.02753452584887775	9233	99.9%
36.31803959466975	7	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.02753452584887775	9233	99.9%
36.31803959466975	7	0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

20
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

0.0	9240

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9240	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	9240	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

21
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.814926276 × 10^-17

Minimum	-2.358161956
Maximum	1.519952093
Zeros	0
Zeros (%)	0.0%
Negative	3359
Negative (%)	36.4%
Memory size	72.3 KiB

Quantile statistics

Minimum	-2.358161956
5-th percentile	-2.358161956
Q1	-0.1864180883
median	0.5892047214
Q3	0.5892047214
95-th percentile	0.5892047214
Maximum	1.519952093
Range	3.878114049
Interquartile range (IQR)	0.7756228097

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	5.510163858 × 10¹⁶
Kurtosis	0.2687364966
Mean	1.814926276 × 10^-17
Median Absolute Deviation (MAD)	0
Skewness	-1.227247592
Sum	-4.547473509 × 10^-13
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.5892047214	5425	58.7%
-0.1864180883	1203	13.0%
-1.11716546	513	5.6%
-2.358161956	465	5.0%
-2.047912832	358	3.9%
1.364827531	240	2.6%
-2.203037394	186	2.0%
-0.8069163361	175	1.9%
-0.4966672122	145	1.6%
-1.427414584	117	1.3%
Other values (16)	413	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.358161956	465	5.0%
-2.203037394	186	2.0%
-2.047912832	358	3.9%
-1.89278827	63	0.7%
-1.737663708	111	1.2%
-1.582539146	5	0.1%
-1.427414584	117	1.3%
-1.272290022	5	0.1%
-1.11716546	513	5.6%
-0.962040898	3	< 0.1%

Value	Count	Frequency (%)
1.519952093	47	0.5%
1.364827531	240	2.6%
1.209702969	33	0.4%
1.054578407	27	0.3%
0.8994538453	83	0.9%
0.7443292834	12	0.1%
0.5892047214	5425	58.7%
0.4340801595	6	0.1%
0.2789555975	2	< 0.1%
0.1238310356	6	0.1%

22
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

0.0	9240

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9240	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	9240	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

23
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

0.0	9240

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9240	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	9240	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

24
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.92214545 × 10^-16

Minimum	-5.923867102
Maximum	2.017710871
Zeros	0
Zeros (%)	0.0%
Negative	2144
Negative (%)	23.2%
Memory size	72.3 KiB

Quantile statistics

Minimum	-5.923867102
5-th percentile	-2.747235913
Q1	0.4293952765
median	0.4293952765
Q3	0.4293952765
95-th percentile	0.4293952765
Maximum	2.017710871
Range	7.941577973
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	3.422328334 × 10¹⁵
Kurtosis	4.360873729
Mean	2.92214545 × 10^-16
Median Absolute Deviation (MAD)	0
Skewness	-1.75346558
Sum	2.728484105 × 10^-12
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.4293952765	6855	74.2%
-1.158920318	1613	17.5%
-2.747235913	487	5.3%
2.017710871	241	2.6%
-4.335551507	24	0.3%
-5.923867102	20	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-5.923867102	20	0.2%
-4.335551507	24	0.3%
-2.747235913	487	5.3%
-1.158920318	1613	17.5%
0.4293952765	6855	74.2%
2.017710871	241	2.6%

Value	Count	Frequency (%)
2.017710871	241	2.6%
0.4293952765	6855	74.2%
-1.158920318	1613	17.5%
-2.747235913	487	5.3%
-4.335551507	24	0.3%
-5.923867102	20	0.2%

25
Real number (ℝ)

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-0.8753934035
Maximum	2.169262198
Zeros	0
Zeros (%)	0.0%
Negative	5328
Negative (%)	57.7%
Memory size	72.3 KiB

Quantile statistics

Minimum	-0.8753934035
5-th percentile	-0.8753934035
Q1	-0.8753934035
median	-0.8753934035
Q3	1.154376998
95-th percentile	1.661819598
Maximum	2.169262198
Range	3.044655602
Interquartile range (IQR)	2.029770401

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	nan
Kurtosis	-1.466281114
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0.5003206112
Sum	0
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
-0.8753934035	4642	50.2%
1.154376998	2249	24.3%
1.661819598	752	8.1%
-0.3679508032	686	7.4%
0.139491797	457	4.9%
0.6469343973	380	4.1%
2.169262198	74	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.8753934035	4642	50.2%
-0.3679508032	686	7.4%
0.139491797	457	4.9%
0.6469343973	380	4.1%
1.154376998	2249	24.3%
1.661819598	752	8.1%
2.169262198	74	0.8%

Value	Count	Frequency (%)
2.169262198	74	0.8%
1.661819598	752	8.1%
1.154376998	2249	24.3%
0.6469343973	380	4.1%
0.139491797	457	4.9%
-0.3679508032	686	7.4%
-0.8753934035	4642	50.2%

26
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

0.0	9240

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	9240	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	9240	100.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

27
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.3 KiB

-0.6742847689382924	6352
1.4830529266953025	2888

Length

Max length	19
Median length	19
Mean length	18.68744589
Min length	18

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	-0.6742847689382924
2nd row	-0.6742847689382924
3rd row	1.4830529266953025
4th row	-0.6742847689382924
5th row	-0.6742847689382924

Common Values

Value	Count	Frequency (%)
-0.6742847689382924	6352	68.7%
1.4830529266953025	2888	31.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.6742847689382924	6352	68.7%
1.4830529266953025	2888	31.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

28
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-6.151885158 × 10^-17

Minimum	-2.432191748
Maximum	2.310643756
Zeros	0
Zeros (%)	0.0%
Negative	3079
Negative (%)	33.3%
Memory size	72.3 KiB

Quantile statistics

Minimum	-2.432191748
5-th percentile	-1.167435614
Q1	-1.167435614
median	0.09732052073
Q3	0.7296985879
95-th percentile	1.362076655
Maximum	2.310643756
Range	4.742835504
Interquartile range (IQR)	1.897134202

Descriptive statistics

Standard deviation	1.000054117
Coefficient of variation (CV)	-1.625605959 × 10¹⁶
Kurtosis	-1.169494299
Mean	-6.151885158 × 10^-17
Median Absolute Deviation (MAD)	1.264756134
Skewness	0.007460396264
Sum	-9.094947018 × 10^-13
Variance	1.000108237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0.09732052073	3407	36.9%
-1.167435614	2827	30.6%
1.362076655	2172	23.5%
0.7296985879	318	3.4%
0.4135095543	183	2.0%
-1.799813681	173	1.9%
-2.116002714	60	0.6%
1.994454722	47	0.5%
1.678265689	32	0.3%
-0.2188685129	14	0.2%
Other values (6)	7	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.432191748	1	< 0.1%
-2.116002714	60	0.6%
-1.799813681	173	1.9%
-1.483624647	2	< 0.1%
-1.167435614	2827	30.6%
-0.85124658	1	< 0.1%
-0.5350575464	1	< 0.1%
-0.2188685129	14	0.2%
0.09732052073	3407	36.9%
0.4135095543	183	2.0%

Value	Count	Frequency (%)
2.310643756	1	< 0.1%
1.994454722	47	0.5%
1.678265689	32	0.3%
1.362076655	2172	23.5%
1.045887621	1	< 0.1%
0.7296985879	318	3.4%
0.4135095543	183	2.0%
0.09732052073	3407	36.9%
-0.2188685129	14	0.2%
-0.5350575464	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	0	1	2	3	4	5	6	7	8	9	10	11	12	13	15	16	17	18	19	21	24	25	27	28
0	-0.072169	1.731863	-1.108763	0.585767	-0.293755	-0.014714	-0.791863	0.635959	-0.137944	0.884189	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	-1.117165	0.429395	1.154377	-0.674285	0.097321
1	-1.149264	1.731488	-1.108763	0.914993	-0.293755	-0.014714	-0.791863	-0.732523	-0.137944	0.884189	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	-0.186418	0.429395	1.154377	-0.674285	-1.167436
2	0.195137	1.731114	0.469572	-1.060366	-0.293755	-0.014714	1.262845	-0.732523	-0.137944	-1.839113	0.176454	-2.919418	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.875393	1.483053	-1.167436
3	-1.556784	1.730739	0.469572	-1.060366	-0.293755	-0.014714	-0.791863	1.457048	-0.137944	0.106103	2.354245	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	-0.186418	0.429395	-0.875393	-0.674285	0.097321
4	-1.029296	1.730364	0.469572	-0.401913	-0.293755	-0.014714	1.262845	-1.827309	-0.137944	0.884189	-1.275406	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	-0.875393	-0.674285	0.097321
5	-1.284604	1.729989	-1.108763	0.585767	-0.293755	-0.014714	-0.791863	0.362263	-0.137944	0.884189	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	-0.875393	-0.674285	0.097321
6	0.436574	1.729614	0.469572	-0.401913	-0.293755	-0.014714	1.262845	-0.732523	-0.137944	1.273232	-2.001336	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.875393	-0.674285	0.097321
7	-1.275607	1.729239	-1.108763	0.585767	-0.293755	-0.014714	-0.791863	0.362263	-0.137944	0.884189	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	-0.875393	-0.674285	0.097321
8	1.076908	1.728864	0.469572	-1.060366	-0.293755	-0.014714	-0.791863	-0.732523	-0.137944	-0.477462	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	1.661820	1.483053	-1.167436
9	0.642771	1.728489	-1.108763	-0.401913	-0.293755	-0.014714	-0.791863	-0.732523	-0.137944	-1.255548	2.354245	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	-0.875393	-0.674285	-1.167436

Last rows

	0	1	2	3	4	5	6	7	8	9	10	11	12	13	15	16	17	18	19	21	24	25	27	28
9230	1.099777	-1.728489	0.469572	-0.401913	-0.293755	-0.014714	-0.791863	-0.732523	-0.137944	-0.671983	-2.001336	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.875393	-0.674285	-1.167436
9231	-0.689259	-1.728864	0.469572	-0.401913	-0.293755	-0.014714	1.262845	-0.732523	-0.137944	-2.033634	-2.001336	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.875393	-0.674285	-1.167436
9232	-1.107650	-1.729239	0.469572	-1.060366	-0.293755	-0.014714	-0.791863	1.183352	-0.137944	-0.671983	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	-0.186418	-1.158920	-0.875393	1.483053	1.362077
9233	-0.855716	-1.729614	-1.108763	-1.060366	-0.293755	-0.014714	1.262845	1.183352	-0.137944	0.884189	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	1.154377	-0.674285	1.362077
9234	0.879709	-1.729989	0.469572	-1.060366	-0.293755	-0.014714	1.262845	1.183352	-0.137944	-1.839113	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.875393	-0.674285	0.097321
9235	-1.375331	-1.730364	0.469572	-1.060366	3.404197	-0.014714	1.262845	-1.006219	4.104220	-0.477462	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.875393	-0.674285	-1.483625
9236	0.060922	-1.730739	0.469572	-1.060366	-0.293755	-0.014714	-0.791863	1.183352	-0.137944	0.106103	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	1.519952	-1.158920	-0.875393	1.483053	1.362077
9237	0.586535	-1.731114	0.469572	-1.060366	3.404197	-0.014714	-0.791863	1.183352	-0.137944	-1.839113	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.899454	-1.158920	-0.875393	1.483053	1.362077
9238	-0.586535	-1.731488	0.469572	-0.401913	-0.293755	-0.014714	1.262845	1.183352	-0.137944	-0.671983	-2.001336	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	0.429395	0.646934	-0.674285	1.362077
9239	-0.529925	-1.731863	0.469572	-1.060366	-0.293755	-0.014714	1.262845	1.183352	-3.074827	1.273232	0.176454	-0.121718	-0.016991	-0.038954	-0.014714	-0.010404	-0.010404	-0.020811	-0.027535	0.589205	-1.158920	-0.367951	1.483053	0.097321

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script